示例#1
0
        /// <exception cref="System.IO.IOException"/>
        public virtual RecordReader <K, V> GetRecordReader(InputSplit split, JobConf conf,
                                                           Reporter reporter)
        {
            // Find the InputFormat and then the RecordReader from the
            // TaggedInputSplit.
            TaggedInputSplit   taggedInputSplit = (TaggedInputSplit)split;
            InputFormat <K, V> inputFormat      = (InputFormat <K, V>)ReflectionUtils.NewInstance(taggedInputSplit
                                                                                                  .GetInputFormatClass(), conf);

            return(inputFormat.GetRecordReader(taggedInputSplit.GetInputSplit(), conf, reporter
                                               ));
        }
示例#2
0
 /// <exception cref="System.IO.IOException"/>
 public virtual void Map(K1 key, V1 value, OutputCollector <K2, V2> outputCollector
                         , Reporter reporter)
 {
     if (mapper == null)
     {
         // Find the Mapper from the TaggedInputSplit.
         TaggedInputSplit inputSplit = (TaggedInputSplit)reporter.GetInputSplit();
         mapper = (Mapper <K1, V1, K2, V2>)ReflectionUtils.NewInstance(inputSplit.GetMapperClass
                                                                           (), conf);
     }
     mapper.Map(key, value, outputCollector, reporter);
 }
        /// <exception cref="System.Exception"/>
        public virtual void TestSplitting()
        {
            JobConf        conf = new JobConf();
            MiniDFSCluster dfs  = null;

            try
            {
                dfs = new MiniDFSCluster.Builder(conf).NumDataNodes(4).Racks(new string[] { "/rack0"
                                                                                            , "/rack0", "/rack1", "/rack1" }).Hosts(new string[] { "host0", "host1", "host2"
                                                                                                                                                   , "host3" }).Build();
                FileSystem fs        = dfs.GetFileSystem();
                Path       path      = GetPath("/foo/bar", fs);
                Path       path2     = GetPath("/foo/baz", fs);
                Path       path3     = GetPath("/bar/bar", fs);
                Path       path4     = GetPath("/bar/baz", fs);
                int        numSplits = 100;
                MultipleInputs.AddInputPath(conf, path, typeof(TextInputFormat), typeof(TestDelegatingInputFormat.MapClass
                                                                                        ));
                MultipleInputs.AddInputPath(conf, path2, typeof(TextInputFormat), typeof(TestDelegatingInputFormat.MapClass2
                                                                                         ));
                MultipleInputs.AddInputPath(conf, path3, typeof(KeyValueTextInputFormat), typeof(
                                                TestDelegatingInputFormat.MapClass));
                MultipleInputs.AddInputPath(conf, path4, typeof(TextInputFormat), typeof(TestDelegatingInputFormat.MapClass2
                                                                                         ));
                DelegatingInputFormat inFormat = new DelegatingInputFormat();
                InputSplit[]          splits   = inFormat.GetSplits(conf, numSplits);
                int[] bins = new int[3];
                foreach (InputSplit split in splits)
                {
                    NUnit.Framework.Assert.IsTrue(split is TaggedInputSplit);
                    TaggedInputSplit tis = (TaggedInputSplit)split;
                    int index            = -1;
                    if (tis.GetInputFormatClass().Equals(typeof(KeyValueTextInputFormat)))
                    {
                        // path3
                        index = 0;
                    }
                    else
                    {
                        if (tis.GetMapperClass().Equals(typeof(TestDelegatingInputFormat.MapClass)))
                        {
                            // path
                            index = 1;
                        }
                        else
                        {
                            // path2 and path4
                            index = 2;
                        }
                    }
                    bins[index]++;
                }
                // Each bin is a unique combination of a Mapper and InputFormat, and
                // DelegatingInputFormat should split each bin into numSplits splits,
                // regardless of the number of paths that use that Mapper/InputFormat
                foreach (int count in bins)
                {
                    NUnit.Framework.Assert.AreEqual(numSplits, count);
                }
                NUnit.Framework.Assert.IsTrue(true);
            }
            finally
            {
                if (dfs != null)
                {
                    dfs.Shutdown();
                }
            }
        }